AIcrowd Submission Received #176849 - GT1500-3EPOCH

added waiting_in_queue label

changed title from AIcrowd Submission Received - GT1500-3EPOCH to AIcrowd Submission Received #176849 - GT1500-3EPOCH

Evaluation Succeeded!

View the scores for the submission here.

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graph LR;
classDef success fill:#5CB85C,stroke:#fff,color:#fff;
classDef progress fill:#428BCA,stroke:#fff,color:#fff;
classDef pending fill:#F0AD4E,stroke:#fff,color:#fff;
classDef failed fill:#db3b21,stroke:#fff,color:#fff;
runtime-setup(Runtime Setup)
validate-submission(Validate Submission)
pre-training-phase(Pre Training Phase)
purchase-phase-run-1(Purchase Phase Run 1)
purchase-phase-run-2(Purchase Phase Run 2)
purchase-phase-run-3(Purchase Phase Run 3)
purchase-phase-run-4(Purchase Phase Run 4)
purchase-phase-run-5(Purchase Phase Run 5)
post-purchase-training-phase-run-1(Post Purchase Training Phase Run 1)
post-purchase-training-phase-run-2(Post Purchase Training Phase Run 2)
post-purchase-training-phase-run-3(Post Purchase Training Phase Run 3)
post-purchase-training-phase-run-4(Post Purchase Training Phase Run 4)
post-purchase-training-phase-run-5(Post Purchase Training Phase Run 5)
aggregate-scores(Aggregate Scores)
runtime-setup --> validate-submission
validate-submission --> pre-training-phase
pre-training-phase --> purchase-phase-run-1
pre-training-phase --> purchase-phase-run-2
pre-training-phase --> purchase-phase-run-3
pre-training-phase --> purchase-phase-run-4
pre-training-phase --> purchase-phase-run-5
purchase-phase-run-1 --> post-purchase-training-phase-run-1
purchase-phase-run-2 --> post-purchase-training-phase-run-2
purchase-phase-run-3 --> post-purchase-training-phase-run-3
purchase-phase-run-4 --> post-purchase-training-phase-run-4
purchase-phase-run-5 --> post-purchase-training-phase-run-5
post-purchase-training-phase-run-1 --> aggregate-scores
post-purchase-training-phase-run-2 --> aggregate-scores
post-purchase-training-phase-run-3 --> aggregate-scores
post-purchase-training-phase-run-4 --> aggregate-scores
post-purchase-training-phase-run-5 --> aggregate-scores
class runtime-setup,validate-submission,pre-training-phase,purchase-phase-run-1,purchase-phase-run-2,purchase-phase-run-3,purchase-phase-run-4,purchase-phase-run-5,post-purchase-training-phase-run-1,post-purchase-training-phase-run-2,post-purchase-training-phase-run-3,post-purchase-training-phase-run-4,post-purchase-training-phase-run-5,aggregate-scores success

Training phase

	Status	Progress	# Images	Time Elapsed
	`COMPLETE`	`100%`	`1000`	`33s`

Purchase Phase

Run	Status	Progress	Budget	Budget Consumed	Time Elapsed	Time Limit
`#1`	`COMPLETE`	`100%`	`621`	`621`	`547s`	`1020s`
`#2`	`COMPLETE`	`100%`	`621`	`621`	`2438s`	`3060s`
`#3`	`COMPLETE`	`100%`	`1889`	`1889`	`396s`	`1020s`
`#4`	`COMPLETE`	`100%`	`1889`	`1889`	`2668s`	`3060s`
`#5`	`COMPLETE`	`100%`	`1321`	`1321`	`1432s`	`2040s`

Note: Time Limit is for the time elapsed in pre-training and purchase phases.

Post Purchase Training Phase

Run	Status	Training Progress	Epochs	Train F1 Score	Train Loss	Val F1 Score	Val Loss	Prediction Progress	Time Elapsed
`#1`	`COMPLETE`	`100.0%`	`10`	`0.4889`	`0.4116`	`0.4072`	`0.405`	`100.0%`	`255s`
`#2`	`COMPLETE`	`100.0%`	`10`	`0.4556`	`0.4117`	`0.4149`	`0.4045`	`100.0%`	`284s`
`#3`	`COMPLETE`	`100.0%`	`10`	`0.4208`	`0.379`	`0.4056`	`0.3497`	`100.0%`	`397s`
`#4`	`COMPLETE`	`100.0%`	`10`	`0.4208`	`0.416`	`0.4322`	`0.4291`	`100.0%`	`381s`
`#5`	`COMPLETE`	`100.0%`	`10`	`0.458`	`0.4203`	`0.3699`	`0.4023`	`100.0%`	`342s`

Scores (Test Set)

	F1 Score	Accuracy Score	Hamming Loss
Overall	`0.2329`	`0.563`	`0.1163`
`#1`	`0.2001`	`0.5217`	`0.1252`
`#2`	`0.1953`	`0.556`	`0.1173`
`#3`	`0.2082`	`0.584`	`0.1136`
`#4`	`0.285`	`0.576`	`0.1125`
`#5`	`0.2757`	`0.5773`	`0.1129`